Every category where a model named Broadcom Test Data Manager for a mid-market B2B company. Share is first choices across the direct, paraphrase, budget and scale prompts; rank is within every product named in that category.

Category	Function	Share	Rank	Negative rate	Labels	Quadrant	Since September 2026
Data masking and test data management	Data platform	2%	13 of 140	0%	6	under 10 labels · led by DATPROF at 17%

Movement

This is the first edition on this tier, so no move can be computed for Broadcom Test Data Manager yet. From the next edition this section shows, per buyer segment and per category, whether its share moved by more than the measured noise floor.

By model

How each model treated Broadcom Test Data Manager across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.

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Model	First choice	Alternative	Mention	Labels
Claude Haiku 4.5	0	0	0	0
GPT-5.4 mini	1	0	0	1
Gemini 3.5 Flash	0	0	0	0
Perplexity Sonar	0	1	1	2
Grok 4.1 Fast	0	0	0	0
Mistral Small	0	0	0	0
DeepSeek V4 Flash	0	0	0	0
Llama 4 Maverick	0	0	1	1
Qwen 3.7 Flash	0	1	0	1
Kimi K2	0	0	0	0
GLM 4.7 FlashX	0	0	0	0
MiniMax M2.5	0	0	0	0
GPT-6 Luna	0	0	1	1
Muse Glimmer 30B	0	0	0	0

By framing

Which of the six questions produced the naming. By model says how often; this says asked what. The first-choice count on the right carries the marks of the models that produced it.

FramingLabels by classFirst choices

Direct2 labelsNone

Paraphrase12 labels2

Comparative5 labelsNone

Budget-constrained1 labelNone

Scale-constrained0 labelsNone

Negative1 labelNone

First choiceAlternativeMentionNegative21 labels in all, every segment counted; 2 of the 2 first choices count toward share, since the comparative and negative framings do not. The bar is one segment per label class, to scale within the framing.

What the models said for it

Verbatim evidence the judge attached to positive labels.

“I'd usually recommend Broadcom Test Data Manager as the default starting point” GPT-5.4 mini · Data masking · paraphrase prompt · first choice

“you might still need to evaluate Broadcom (CA) Test Data Manager or Delphix, though these typically require more significant IT overhead” Qwen 3.7 Flash · Data masking · paraphrase prompt · alternative

“if you already use Broadcom products and want tighter ecosystem fit” Perplexity Sonar · Data masking · paraphrase prompt · alternative

And against it

Verbatim evidence attached to negative labels. A warning on a product with few labels is a warning; on a product with many, it is one voice among them.

No model argued against it.

Named alongside

The products named in the same answers as Broadcom Test Data Manager, over the 21 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Broadcom Test Data Manager was named but was not.

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ProductSame answerTook the first choice insteadHead to head

K2View Test Data Management14 of 212Not among the top eight

Perforce Delphix12 of 216Not among the top eight

DATPROF6 of 212Not among the top eight

Informatica Intelligent Data Management Cloud6 of 212Not among the top eight

Delphix6 of 211Not among the top eight

GenRocket5 of 211Not among the top eight

Tonic.ai5 of 211Not among the top eight

Oracle Data Masking and Subsetting5 of 210Not among the top eight

IBM InfoSphere Optim4 of 210Not among the top eight

IRI FieldShield4 of 210Not among the top eight

A head-to-head page exists where both products are among a category's top eight. The other rows are the same fact without a page behind them, so they link to the product instead.

What carried it into the answer

The sites and pages cited by the answers that named Broadcom Test Data Manager. A fact about retrieval, not a lever on the model.

Citations exist only for the models that return a source list, five of the fourteen in this edition, so these counts come from 21 of the 21 answers that named Broadcom Test Data Manager and are not a share of its labels.

Domains cited

thectoclub.com14

k2view.com12

peerspot.com12

sourceforge.net8

testmuai.com8

tonic.ai8

gartner.com7

atlan.com5

itechguides.com5

outsourceaccelerator.com5

Eighty-four of the eighty-four domain citations in answers naming Broadcom Test Data Manager came from somebody else's page.

Pages cited

thectoclub.com/tools/best-test-data-management-tools9

testmuai.com/blog/test-data-management-tools8

tonic.ai/test-data-management/best-tdm-tools6

atlan.com/data-masking-tools5

outsourceaccelerator.com/articles/data-masking-tools5

peerspot.com/categories/test-data-management5

thectoclub.com/tools/best-data-masking-software5

gartner.com/reviews/market/data-masking4

Pages are listed as the models cited them.

Search and answers

Where Broadcom Test Data Manager stands in Google search beside where it stands in the models' answers.

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In search

Google, US estimates

Searches for its name, Google: 20 a month (“broadcom test data manager”)
AI search demand for its name, est.: 0 a month
Its own site: It sits on Broadcom's site (broadcom.com), so there are no site figures for it alone

In answers

This edition

Share of first choices

rank 13 of 140 in data masking

Segment leader

17%

DATPROF

First choices: 2 across its categories
Named in: 21 answers
Its own site cited: in 21 of the answers that named it

Search figures are US estimates from DataForSEO, read October 5, 2026; AI search demand is its modeled, directional estimate, not a count of queries to any assistant. The answers are this edition's. Two measurements side by side: neither is read as the cause of the other.

Names read as Broadcom Test Data Manager

What the judge wrote, as written, with how often. The vendor table decides that these count as Broadcom Test Data Manager; a claim can dispute any of them.

Broadcom (CA) Test Data Manager 1

Follow Broadcom Test Data Manager

An email the morning each edition publishes: where this product moved, where it held, and by how much against the noise floor. One address, confirmed by a click; a stop link in every email.

Already following? Everything you follow, with a stop for each.

The company

Broadcom is the company behind Broadcom Test Data Manager.

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On record

Company records

Also from Broadcom: Broadcom (CA) Service Management, Broadcom (CA) Test Data Manager, Broadcom (Symantec) Endpoint Security Complete, Broadcom Automic, Broadcom Automic/AutoSys, Broadcom Clarity, Broadcom Clarity PPM, Broadcom DX APM and 4 more

In its own words

Stated by the vendor, not checked

Positioning: Provide secure, compliant, on‑demand test data that accelerates quality at agile and DevOps speed
academy.broadcom.com/development-operations/test-data-management
Price stated: Because TDM is licensed based on the specific architectural footprint, user counts, or core metrics of the customer's environment. community.broadcom.com/discussion/question-regarding-the-test-data-manager-licensing
Not stated on the pages read: Who it is for, starting price, free plan or trial, integrations, certifications, hosting, customers

What Broadcom Test Data Manager's own pages state, read October 5, 2026: academy.broadcom.com/development-operations/test-data-management, community.broadcom.com/question/test-data-manager-custom-functions, community.broadcom.com/question/test-data-manager-use-of-multiple-data-model, community.broadcom.com/discussion/upgrading-from-datamaker-to-test-data-manager, community.broadcom.com/discussion/question-regarding-the-test-data-manager-licensing. A claimed page can correct any of them.

Is this your product?

Claim this page

Claiming is free and changes nothing in the data. A claimed page shows a verified contact who is told when each edition publishes and when Broadcom Test Data Manager's standing changes by more than the noise floor; the right to propose corrections to the vendor table, meaning names the judge wrote that should or should not read as Broadcom Test Data Manager, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.

What a new claim receivesHide what a new claim receives

A new claim receives the current edition's vendor brief for Broadcom Test Data Manager by email, built from the raw record of the edition. It shows:

where Broadcom Test Data Manager is named, by buyer and by framing, and which cells hold its first choices;
the claims the models make when they name it, ranked, with the strongest and the weakest quoted;
its vocabulary against the segment leader's, and the pages the models cited;
who was chosen in the answers that did not name Broadcom Test Data Manager, and every reason the record gives;
a battlecard for each top rival: the head-to-head split, why they win, and the reservation quoted against them;
one page of published figures cleared to show a buyer.